Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 24532 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.3 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 17 |
| DateTime | 1 |
| Categorical | 2 |
acousticness is highly overall correlated with energy | High correlation |
duration_min is highly overall correlated with duration_ms and 1 other fields | High correlation |
duration_ms is highly overall correlated with duration_min and 1 other fields | High correlation |
duration_sec is highly overall correlated with duration_min and 1 other fields | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
key is highly overall correlated with key_name | High correlation |
key_name is highly overall correlated with key | High correlation |
loudness is highly overall correlated with energy | High correlation |
track_popularity has 2081 (8.5%) zeros | Zeros |
key has 2604 (10.6%) zeros | Zeros |
instrumentalness has 8918 (36.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-02 22:39:01.069670 |
|---|---|
| Analysis finished | 2025-12-02 22:39:32.410120 |
| Duration | 31.34 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
track_name
Text
| Distinct | 21757 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.8 KiB |
Length
| Max length | 144 |
|---|---|
| Median length | 91 |
| Mean length | 16.078469 |
| Min length | 1 |
Unique
| Unique | 20119 ? |
|---|---|
| Unique (%) | 82.0% |
Sample
| 1st row | Dance Monkey |
|---|---|
| 2nd row | ROXANNE |
| 3rd row | Blinding Lights |
| 4th row | Circles |
| 5th row | Tusa |
| Value | Count | Frequency (%) |
| 3274 | 4.3% | |
| the | 1983 | 2.6% |
| feat | 1829 | 2.4% |
| you | 1316 | 1.7% |
| me | 1173 | 1.5% |
| i | 844 | 1.1% |
| love | 797 | 1.0% |
| a | 633 | 0.8% |
| in | 625 | 0.8% |
| to | 613 | 0.8% |
| Other values (14466) | 62901 |
Most occurring characters
| Value | Count | Frequency (%) |
| 51456 | 13.0% | |
| e | 35638 | 9.0% |
| a | 24683 | 6.3% |
| o | 23927 | 6.1% |
| i | 20351 | 5.2% |
| t | 18586 | 4.7% |
| n | 18172 | 4.6% |
| r | 16251 | 4.1% |
| l | 12269 | 3.1% |
| s | 12025 | 3.0% |
| Other values (403) | 161079 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 394437 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 51456 | 13.0% | |
| e | 35638 | 9.0% |
| a | 24683 | 6.3% |
| o | 23927 | 6.1% |
| i | 20351 | 5.2% |
| t | 18586 | 4.7% |
| n | 18172 | 4.6% |
| r | 16251 | 4.1% |
| l | 12269 | 3.1% |
| s | 12025 | 3.0% |
| Other values (403) | 161079 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 394437 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 51456 | 13.0% | |
| e | 35638 | 9.0% |
| a | 24683 | 6.3% |
| o | 23927 | 6.1% |
| i | 20351 | 5.2% |
| t | 18586 | 4.7% |
| n | 18172 | 4.6% |
| r | 16251 | 4.1% |
| l | 12269 | 3.1% |
| s | 12025 | 3.0% |
| Other values (403) | 161079 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 394437 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 51456 | 13.0% | |
| e | 35638 | 9.0% |
| a | 24683 | 6.3% |
| o | 23927 | 6.1% |
| i | 20351 | 5.2% |
| t | 18586 | 4.7% |
| n | 18172 | 4.6% |
| r | 16251 | 4.1% |
| l | 12269 | 3.1% |
| s | 12025 | 3.0% |
| Other values (403) | 161079 |
track_artist
Text
| Distinct | 10314 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.8 KiB |
Length
| Max length | 69 |
|---|---|
| Median length | 40 |
| Mean length | 10.075452 |
| Min length | 2 |
Unique
| Unique | 6410 ? |
|---|---|
| Unique (%) | 26.1% |
Sample
| 1st row | Tones and I |
|---|---|
| 2nd row | Arizona Zervas |
| 3rd row | The Weeknd |
| 4th row | Post Malone |
| 5th row | KAROL G |
| Value | Count | Frequency (%) |
| the | 1307 | 3.0% |
| 554 | 1.3% | |
| dj | 163 | 0.4% |
| lil | 141 | 0.3% |
| of | 132 | 0.3% |
| mike | 130 | 0.3% |
| john | 122 | 0.3% |
| queen | 120 | 0.3% |
| j | 120 | 0.3% |
| martin | 107 | 0.2% |
| Other values (11242) | 40531 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21552 | 8.7% |
| a | 19702 | 8.0% |
| 18895 | 7.6% | |
| i | 14377 | 5.8% |
| o | 14103 | 5.7% |
| n | 13803 | 5.6% |
| r | 12363 | 5.0% |
| l | 10386 | 4.2% |
| s | 9080 | 3.7% |
| t | 8440 | 3.4% |
| Other values (205) | 104470 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 247171 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 21552 | 8.7% |
| a | 19702 | 8.0% |
| 18895 | 7.6% | |
| i | 14377 | 5.8% |
| o | 14103 | 5.7% |
| n | 13803 | 5.6% |
| r | 12363 | 5.0% |
| l | 10386 | 4.2% |
| s | 9080 | 3.7% |
| t | 8440 | 3.4% |
| Other values (205) | 104470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 247171 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 21552 | 8.7% |
| a | 19702 | 8.0% |
| 18895 | 7.6% | |
| i | 14377 | 5.8% |
| o | 14103 | 5.7% |
| n | 13803 | 5.6% |
| r | 12363 | 5.0% |
| l | 10386 | 4.2% |
| s | 9080 | 3.7% |
| t | 8440 | 3.4% |
| Other values (205) | 104470 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 247171 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 21552 | 8.7% |
| a | 19702 | 8.0% |
| 18895 | 7.6% | |
| i | 14377 | 5.8% |
| o | 14103 | 5.7% |
| n | 13803 | 5.6% |
| r | 12363 | 5.0% |
| l | 10386 | 4.2% |
| s | 9080 | 3.7% |
| t | 8440 | 3.4% |
| Other values (205) | 104470 |
track_popularity
Real number (ℝ)
Zeros
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.727458 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2081 |
| Zeros (%) | 8.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25 |
| median | 44 |
| Q3 | 59 |
| 95-th percentile | 75 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 23.246349 |
|---|---|
| Coefficient of variation (CV) | 0.57077828 |
| Kurtosis | -0.86374669 |
| Mean | 40.727458 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.29749653 |
| Sum | 999126 |
| Variance | 540.39272 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 0 | 2081 | 8.5% |
| 57 | 439 | 1.8% |
| 45 | 429 | 1.7% |
| 54 | 426 | 1.7% |
| 50 | 426 | 1.7% |
| 51 | 423 | 1.7% |
| 52 | 420 | 1.7% |
| 49 | 414 | 1.7% |
| 40 | 414 | 1.7% |
| 55 | 413 | 1.7% |
| Other values (91) | 18647 |
| Value | Count | Frequency (%) |
| 0 | 2081 | |
| 1 | 397 | 1.6% |
| 2 | 253 | 1.0% |
| 3 | 203 | 0.8% |
| 4 | 177 | 0.7% |
| 5 | 159 | 0.6% |
| 6 | 145 | 0.6% |
| 7 | 120 | 0.5% |
| 8 | 147 | 0.6% |
| 9 | 136 | 0.6% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 98 | 5 | |
| 97 | 3 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 2 | < 0.1% |
| 94 | 5 | |
| 93 | 7 | |
| 92 | 4 | |
| 91 | 9 |
track_album_name
Text
| Distinct | 17569 |
|---|---|
| Distinct (%) | 71.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.8 KiB |
Length
| Max length | 151 |
|---|---|
| Median length | 96 |
| Mean length | 16.545288 |
| Min length | 1 |
Unique
| Unique | 14278 ? |
|---|---|
| Unique (%) | 58.2% |
Sample
| 1st row | Dance Monkey (Stripped Back) / Dance Monkey |
|---|---|
| 2nd row | ROXANNE |
| 3rd row | Blinding Lights |
| 4th row | Hollywood's Bleeding |
| 5th row | Tusa |
| Value | Count | Frequency (%) |
| the | 3309 | 4.5% |
| 1329 | 1.8% | |
| of | 1170 | 1.6% |
| feat | 829 | 1.1% |
| you | 734 | 1.0% |
| a | 642 | 0.9% |
| me | 637 | 0.9% |
| deluxe | 625 | 0.9% |
| to | 583 | 0.8% |
| edition | 534 | 0.7% |
| Other values (13439) | 62488 |
Most occurring characters
| Value | Count | Frequency (%) |
| 48348 | 11.9% | |
| e | 37887 | 9.3% |
| o | 23816 | 5.9% |
| a | 23193 | 5.7% |
| i | 20962 | 5.2% |
| t | 19120 | 4.7% |
| n | 18764 | 4.6% |
| r | 17789 | 4.4% |
| s | 15049 | 3.7% |
| l | 13865 | 3.4% |
| Other values (332) | 167096 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 405889 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 48348 | 11.9% | |
| e | 37887 | 9.3% |
| o | 23816 | 5.9% |
| a | 23193 | 5.7% |
| i | 20962 | 5.2% |
| t | 19120 | 4.7% |
| n | 18764 | 4.6% |
| r | 17789 | 4.4% |
| s | 15049 | 3.7% |
| l | 13865 | 3.4% |
| Other values (332) | 167096 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 405889 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 48348 | 11.9% | |
| e | 37887 | 9.3% |
| o | 23816 | 5.9% |
| a | 23193 | 5.7% |
| i | 20962 | 5.2% |
| t | 19120 | 4.7% |
| n | 18764 | 4.6% |
| r | 17789 | 4.4% |
| s | 15049 | 3.7% |
| l | 13865 | 3.4% |
| Other values (332) | 167096 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 405889 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 48348 | 11.9% | |
| e | 37887 | 9.3% |
| o | 23816 | 5.9% |
| a | 23193 | 5.7% |
| i | 20962 | 5.2% |
| t | 19120 | 4.7% |
| n | 18764 | 4.6% |
| r | 17789 | 4.4% |
| s | 15049 | 3.7% |
| l | 13865 | 3.4% |
| Other values (332) | 167096 |
| Distinct | 5344 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.8 KiB |
| Minimum | 1957-01-01 00:00:00 |
|---|---|
| Maximum | 2020-01-29 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
danceability
Real number (ℝ)
| Distinct | 819 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65211231 |
| Minimum | 0 |
|---|---|
| Maximum | 0.981 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.385 |
| Q1 | 0.559 |
| median | 0.668 |
| Q3 | 0.76 |
| 95-th percentile | 0.869 |
| Maximum | 0.981 |
| Range | 0.981 |
| Interquartile range (IQR) | 0.201 |
Descriptive statistics
| Standard deviation | 0.14716224 |
|---|---|
| Coefficient of variation (CV) | 0.22567009 |
| Kurtosis | -0.0041499447 |
| Mean | 0.65211231 |
| Median Absolute Deviation (MAD) | 0.099 |
| Skewness | -0.49735008 |
| Sum | 15997.619 |
| Variance | 0.021656726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.69 | 90 | 0.4% |
| 0.694 | 87 | 0.4% |
| 0.715 | 86 | 0.4% |
| 0.708 | 86 | 0.4% |
| 0.7 | 83 | 0.3% |
| 0.699 | 82 | 0.3% |
| 0.688 | 82 | 0.3% |
| 0.734 | 80 | 0.3% |
| 0.683 | 79 | 0.3% |
| 0.733 | 77 | 0.3% |
| Other values (809) | 23700 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0771 | 1 | |
| 0.0787 | 1 | |
| 0.0985 | 1 | |
| 0.116 | 1 | |
| 0.118 | 1 | |
| 0.13 | 1 | |
| 0.135 | 2 | |
| 0.14 | 2 | |
| 0.141 | 1 |
| Value | Count | Frequency (%) |
| 0.981 | 1 | < 0.1% |
| 0.979 | 2 | |
| 0.978 | 1 | < 0.1% |
| 0.977 | 1 | < 0.1% |
| 0.975 | 2 | |
| 0.974 | 3 | |
| 0.973 | 1 | < 0.1% |
| 0.972 | 1 | < 0.1% |
| 0.971 | 2 | |
| 0.97 | 3 |
energy
Real number (ℝ)
High correlation
| Distinct | 951 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69120014 |
| Minimum | 0.000175 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0.000175 |
|---|---|
| 5-th percentile | 0.34755 |
| Q1 | 0.569 |
| median | 0.714 |
| Q3 | 0.839 |
| 95-th percentile | 0.95 |
| Maximum | 1 |
| Range | 0.999825 |
| Interquartile range (IQR) | 0.27 |
Descriptive statistics
| Standard deviation | 0.1866416 |
|---|---|
| Coefficient of variation (CV) | 0.27002541 |
| Kurtosis | -0.078027366 |
| Mean | 0.69120014 |
| Median Absolute Deviation (MAD) | 0.133 |
| Skewness | -0.61024469 |
| Sum | 16956.522 |
| Variance | 0.034835087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.833 | 71 | 0.3% |
| 0.828 | 68 | 0.3% |
| 0.726 | 67 | 0.3% |
| 0.711 | 65 | 0.3% |
| 0.873 | 65 | 0.3% |
| 0.687 | 64 | 0.3% |
| 0.787 | 64 | 0.3% |
| 0.758 | 64 | 0.3% |
| 0.76 | 63 | 0.3% |
| 0.715 | 61 | 0.2% |
| Other values (941) | 23880 |
| Value | Count | Frequency (%) |
| 0.000175 | 1 | |
| 0.00814 | 1 | |
| 0.0118 | 1 | |
| 0.0161 | 1 | |
| 0.0167 | 1 | |
| 0.0297 | 1 | |
| 0.0323 | 1 | |
| 0.036 | 1 | |
| 0.0375 | 1 | |
| 0.0383 | 1 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 0.999 | 6 | < 0.1% |
| 0.998 | 5 | < 0.1% |
| 0.997 | 4 | < 0.1% |
| 0.996 | 9 | < 0.1% |
| 0.995 | 7 | < 0.1% |
| 0.994 | 9 | < 0.1% |
| 0.993 | 24 | |
| 0.992 | 14 | |
| 0.991 | 19 |
key
Real number (ℝ)
High correlation Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3726154 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 2604 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.6096413 |
|---|---|
| Coefficient of variation (CV) | 0.67185925 |
| Kurtosis | -1.3089993 |
| Mean | 5.3726154 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.025661163 |
| Sum | 131801 |
| Variance | 13.029511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2938 | |
| 0 | 2604 | |
| 7 | 2542 | |
| 9 | 2301 | |
| 11 | 2191 | |
| 2 | 2142 | |
| 5 | 1977 | |
| 6 | 1955 | |
| 8 | 1783 | |
| 10 | 1733 | |
| Other values (2) | 2366 |
| Value | Count | Frequency (%) |
| 0 | 2604 | |
| 1 | 2938 | |
| 2 | 2142 | |
| 3 | 698 | 2.8% |
| 4 | 1668 | |
| 5 | 1977 | |
| 6 | 1955 | |
| 7 | 2542 | |
| 8 | 1783 | |
| 9 | 2301 |
| Value | Count | Frequency (%) |
| 11 | 2191 | |
| 10 | 1733 | |
| 9 | 2301 | |
| 8 | 1783 | |
| 7 | 2542 | |
| 6 | 1955 | |
| 5 | 1977 | |
| 4 | 1668 | |
| 3 | 698 | 2.8% |
| 2 | 2142 |
loudness
Real number (ℝ)
High correlation
| Distinct | 9873 |
|---|---|
| Distinct (%) | 40.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.9261183 |
| Minimum | -46.448 |
|---|---|
| Maximum | 1.275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 24527 |
| Negative (%) | > 99.9% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | -46.448 |
|---|---|
| 5-th percentile | -12.749 |
| Q1 | -8.44725 |
| median | -6.356 |
| Q3 | -4.781 |
| 95-th percentile | -3.035 |
| Maximum | 1.275 |
| Range | 47.723 |
| Interquartile range (IQR) | 3.66625 |
Descriptive statistics
| Standard deviation | 3.0810017 |
|---|---|
| Coefficient of variation (CV) | -0.44483816 |
| Kurtosis | 4.490284 |
| Mean | -6.9261183 |
| Median Absolute Deviation (MAD) | 1.765 |
| Skewness | -1.349001 |
| Sum | -169911.54 |
| Variance | 9.4925718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.824 | 13 | 0.1% |
| -5.131 | 12 | < 0.1% |
| -4.973 | 12 | < 0.1% |
| -5.576 | 11 | < 0.1% |
| -5.799 | 11 | < 0.1% |
| -5.008 | 10 | < 0.1% |
| -4.443 | 10 | < 0.1% |
| -6.189 | 10 | < 0.1% |
| -6.959 | 10 | < 0.1% |
| -5.644 | 10 | < 0.1% |
| Other values (9863) | 24423 |
| Value | Count | Frequency (%) |
| -46.448 | 1 | |
| -36.624 | 1 | |
| -36.509 | 1 | |
| -35.96 | 1 | |
| -35.427 | 1 | |
| -29.561 | 1 | |
| -28.309 | 1 | |
| -26.279 | 1 | |
| -26.207 | 1 | |
| -26.087 | 1 |
| Value | Count | Frequency (%) |
| 1.275 | 1 | |
| 0.642 | 1 | |
| 0.551 | 1 | |
| 0.326 | 1 | |
| 0.302 | 1 | |
| -0.046 | 1 | |
| -0.073 | 1 | |
| -0.155 | 1 | |
| -0.158 | 1 | |
| -0.247 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24532 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24532 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24532 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 13943 | |
| 0 | 10589 |
speechiness
Real number (ℝ)
| Distinct | 1265 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1096703 |
| Minimum | 0 |
|---|---|
| Maximum | 0.918 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0296 |
| Q1 | 0.0407 |
| median | 0.063 |
| Q3 | 0.137 |
| 95-th percentile | 0.341 |
| Maximum | 0.918 |
| Range | 0.918 |
| Interquartile range (IQR) | 0.0963 |
Descriptive statistics
| Standard deviation | 0.1046128 |
|---|---|
| Coefficient of variation (CV) | 0.95388452 |
| Kurtosis | 3.949097 |
| Mean | 0.1096703 |
| Median Absolute Deviation (MAD) | 0.0284 |
| Skewness | 1.915425 |
| Sum | 2690.4317 |
| Variance | 0.010943837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.103 | 77 | 0.3% |
| 0.102 | 75 | 0.3% |
| 0.0354 | 73 | 0.3% |
| 0.107 | 68 | 0.3% |
| 0.109 | 68 | 0.3% |
| 0.123 | 65 | 0.3% |
| 0.112 | 64 | 0.3% |
| 0.101 | 63 | 0.3% |
| 0.106 | 61 | 0.2% |
| 0.0346 | 60 | 0.2% |
| Other values (1255) | 23858 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0224 | 2 | < 0.1% |
| 0.0225 | 1 | < 0.1% |
| 0.0228 | 3 | |
| 0.023 | 1 | < 0.1% |
| 0.0231 | 1 | < 0.1% |
| 0.0232 | 4 | |
| 0.0233 | 1 | < 0.1% |
| 0.0234 | 3 | |
| 0.0235 | 5 |
| Value | Count | Frequency (%) |
| 0.918 | 1 | |
| 0.877 | 1 | |
| 0.865 | 1 | |
| 0.86 | 1 | |
| 0.856 | 1 | |
| 0.853 | 1 | |
| 0.817 | 1 | |
| 0.792 | 1 | |
| 0.78 | 1 | |
| 0.777 | 1 |
acousticness
Real number (ℝ)
High correlation
| Distinct | 3658 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18618964 |
| Minimum | 0 |
|---|---|
| Maximum | 0.994 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0005481 |
| Q1 | 0.0152 |
| median | 0.0862 |
| Q3 | 0.279 |
| 95-th percentile | 0.714 |
| Maximum | 0.994 |
| Range | 0.994 |
| Interquartile range (IQR) | 0.2638 |
Descriptive statistics
| Standard deviation | 0.22977056 |
|---|---|
| Coefficient of variation (CV) | 1.2340674 |
| Kurtosis | 1.4558035 |
| Mean | 0.18618964 |
| Median Absolute Deviation (MAD) | 0.08231 |
| Skewness | 1.4986035 |
| Sum | 4567.6042 |
| Variance | 0.052794512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.102 | 60 | 0.2% |
| 0.114 | 55 | 0.2% |
| 0.101 | 53 | 0.2% |
| 0.107 | 51 | 0.2% |
| 0.128 | 50 | 0.2% |
| 0.105 | 50 | 0.2% |
| 0.122 | 50 | 0.2% |
| 0.121 | 49 | 0.2% |
| 0.141 | 49 | 0.2% |
| 0.115 | 49 | 0.2% |
| Other values (3648) | 24016 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1.4 × 10-6 | 1 | |
| 1.44 × 10-6 | 1 | |
| 1.47 × 10-6 | 1 | |
| 1.66 × 10-6 | 1 | |
| 2.16 × 10-6 | 1 | |
| 2.22 × 10-6 | 1 | |
| 2.32 × 10-6 | 1 | |
| 2.43 × 10-6 | 1 | |
| 2.46 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 0.994 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.989 | 3 | |
| 0.986 | 2 | |
| 0.985 | 2 | |
| 0.984 | 2 | |
| 0.983 | 3 | |
| 0.982 | 1 | < 0.1% |
| 0.979 | 3 | |
| 0.978 | 3 |
instrumentalness
Real number (ℝ)
Zeros
| Distinct | 4582 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.094947066 |
| Minimum | 0 |
|---|---|
| Maximum | 0.994 |
| Zeros | 8918 |
| Zeros (%) | 36.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.97 × 10-5 |
| Q3 | 0.006875 |
| 95-th percentile | 0.807 |
| Maximum | 0.994 |
| Range | 0.994 |
| Interquartile range (IQR) | 0.006875 |
Descriptive statistics
| Standard deviation | 0.23825902 |
|---|---|
| Coefficient of variation (CV) | 2.5093879 |
| Kurtosis | 5.0507348 |
| Mean | 0.094947066 |
| Median Absolute Deviation (MAD) | 1.97 × 10-5 |
| Skewness | 2.548275 |
| Sum | 2329.2414 |
| Variance | 0.056767361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8918 | |
| 1.05 × 10-5 | 19 | 0.1% |
| 0.87 | 19 | 0.1% |
| 0.00106 | 19 | 0.1% |
| 0.00119 | 18 | 0.1% |
| 0.916 | 17 | 0.1% |
| 1.17 × 10-5 | 17 | 0.1% |
| 0.901 | 17 | 0.1% |
| 0.124 | 17 | 0.1% |
| 0.0013 | 17 | 0.1% |
| Other values (4572) | 15454 |
| Value | Count | Frequency (%) |
| 0 | 8918 | |
| 1 × 10-6 | 3 | < 0.1% |
| 1.01 × 10-6 | 12 | < 0.1% |
| 1.02 × 10-6 | 7 | < 0.1% |
| 1.03 × 10-6 | 7 | < 0.1% |
| 1.04 × 10-6 | 17 | 0.1% |
| 1.05 × 10-6 | 7 | < 0.1% |
| 1.06 × 10-6 | 7 | < 0.1% |
| 1.07 × 10-6 | 11 | < 0.1% |
| 1.08 × 10-6 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.994 | 2 | |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 1 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.974 | 2 | |
| 0.972 | 2 | |
| 0.971 | 2 | |
| 0.97 | 1 | < 0.1% |
| 0.969 | 3 |
liveness
Real number (ℝ)
| Distinct | 1605 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19114245 |
| Minimum | 0 |
|---|---|
| Maximum | 0.996 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0563 |
| Q1 | 0.0933 |
| median | 0.127 |
| Q3 | 0.247 |
| 95-th percentile | 0.521 |
| Maximum | 0.996 |
| Range | 0.996 |
| Interquartile range (IQR) | 0.1537 |
Descriptive statistics
| Standard deviation | 0.15669292 |
|---|---|
| Coefficient of variation (CV) | 0.8197704 |
| Kurtosis | 5.2467483 |
| Mean | 0.19114245 |
| Median Absolute Deviation (MAD) | 0.049 |
| Skewness | 2.1192357 |
| Sum | 4689.1066 |
| Variance | 0.024552672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.111 | 266 | 1.1% |
| 0.108 | 241 | 1.0% |
| 0.11 | 237 | 1.0% |
| 0.109 | 223 | 0.9% |
| 0.104 | 219 | 0.9% |
| 0.107 | 219 | 0.9% |
| 0.105 | 217 | 0.9% |
| 0.106 | 213 | 0.9% |
| 0.112 | 213 | 0.9% |
| 0.101 | 209 | 0.9% |
| Other values (1595) | 22275 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.00946 | 1 | |
| 0.0131 | 1 | |
| 0.015 | 1 | |
| 0.0155 | 1 | |
| 0.0158 | 1 | |
| 0.0163 | 1 | |
| 0.0165 | 1 | |
| 0.0167 | 1 | |
| 0.0168 | 1 |
| Value | Count | Frequency (%) |
| 0.996 | 1 | < 0.1% |
| 0.994 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.991 | 2 | < 0.1% |
| 0.99 | 3 | |
| 0.988 | 5 | |
| 0.985 | 3 | |
| 0.984 | 1 | < 0.1% |
| 0.983 | 2 | < 0.1% |
| 0.982 | 1 | < 0.1% |
valence
Real number (ℝ)
| Distinct | 1335 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50970813 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.129 |
| Q1 | 0.327 |
| median | 0.512 |
| Q3 | 0.694 |
| 95-th percentile | 0.89645 |
| Maximum | 0.99 |
| Range | 0.99 |
| Interquartile range (IQR) | 0.367 |
Descriptive statistics
| Standard deviation | 0.23497211 |
|---|---|
| Coefficient of variation (CV) | 0.46099345 |
| Kurtosis | -0.91019318 |
| Mean | 0.50970813 |
| Median Absolute Deviation (MAD) | 0.183 |
| Skewness | -9.7471934 × 10-5 |
| Sum | 12504.16 |
| Variance | 0.055211892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.961 | 55 | 0.2% |
| 0.389 | 50 | 0.2% |
| 0.347 | 48 | 0.2% |
| 0.562 | 47 | 0.2% |
| 0.534 | 47 | 0.2% |
| 0.35 | 46 | 0.2% |
| 0.531 | 45 | 0.2% |
| 0.504 | 45 | 0.2% |
| 0.33 | 45 | 0.2% |
| 0.392 | 45 | 0.2% |
| Other values (1325) | 24059 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 × 10-5 | 5 | |
| 0.0116 | 1 | < 0.1% |
| 0.0122 | 1 | < 0.1% |
| 0.0139 | 1 | < 0.1% |
| 0.0159 | 1 | < 0.1% |
| 0.0223 | 1 | < 0.1% |
| 0.0234 | 1 | < 0.1% |
| 0.0269 | 1 | < 0.1% |
| 0.0276 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.99 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.981 | 2 | < 0.1% |
| 0.98 | 1 | < 0.1% |
| 0.979 | 2 | < 0.1% |
| 0.978 | 1 | < 0.1% |
| 0.977 | 5 | |
| 0.976 | 3 |
tempo
Real number (ℝ)
| Distinct | 16328 |
|---|---|
| Distinct (%) | 66.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.88731 |
| Minimum | 0 |
|---|---|
| Maximum | 239.44 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 80.2372 |
| Q1 | 99.07575 |
| median | 121.947 |
| Q3 | 135.00225 |
| 95-th percentile | 173.92945 |
| Maximum | 239.44 |
| Range | 239.44 |
| Interquartile range (IQR) | 35.9265 |
Descriptive statistics
| Standard deviation | 27.370983 |
|---|---|
| Coefficient of variation (CV) | 0.22641735 |
| Kurtosis | -0.013948881 |
| Mean | 120.88731 |
| Median Absolute Deviation (MAD) | 18.855 |
| Skewness | 0.4953468 |
| Sum | 2965607.4 |
| Variance | 749.17073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 127.992 | 33 | 0.1% |
| 127.993 | 25 | 0.1% |
| 127.997 | 22 | 0.1% |
| 128.005 | 22 | 0.1% |
| 127.994 | 22 | 0.1% |
| 127.983 | 21 | 0.1% |
| 128.001 | 21 | 0.1% |
| 127.991 | 21 | 0.1% |
| 128.013 | 21 | 0.1% |
| 128.014 | 20 | 0.1% |
| Other values (16318) | 24304 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 35.477 | 1 | |
| 37.114 | 1 | |
| 38.985 | 1 | |
| 46.169 | 1 | |
| 48.718 | 1 | |
| 49.597 | 1 | |
| 52.017 | 1 | |
| 52.538 | 1 | |
| 52.654 | 1 |
| Value | Count | Frequency (%) |
| 239.44 | 1 | |
| 220.252 | 1 | |
| 219.991 | 1 | |
| 219.961 | 1 | |
| 214.516 | 1 | |
| 214.047 | 1 | |
| 214.017 | 1 | |
| 212.058 | 1 | |
| 211.644 | 1 | |
| 211.369 | 1 |
duration_ms
Real number (ℝ)
High correlation
| Distinct | 18175 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224614.92 |
| Minimum | 4000 |
|---|---|
| Maximum | 517125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 4000 |
|---|---|
| 5-th percentile | 144383.85 |
| Q1 | 186335.25 |
| median | 215440 |
| Q3 | 252865.5 |
| 95-th percentile | 336753.1 |
| Maximum | 517125 |
| Range | 513125 |
| Interquartile range (IQR) | 66530.25 |
Descriptive statistics
| Standard deviation | 60658.393 |
|---|---|
| Coefficient of variation (CV) | 0.27005505 |
| Kurtosis | 2.5772989 |
| Mean | 224614.92 |
| Median Absolute Deviation (MAD) | 32294.5 |
| Skewness | 1.0965743 |
| Sum | 5.5102532 × 109 |
| Variance | 3.6794406 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 240000 | 30 | 0.1% |
| 192000 | 29 | 0.1% |
| 210000 | 28 | 0.1% |
| 160000 | 20 | 0.1% |
| 180000 | 19 | 0.1% |
| 195000 | 18 | 0.1% |
| 216000 | 16 | 0.1% |
| 225000 | 16 | 0.1% |
| 168000 | 15 | 0.1% |
| 150000 | 15 | 0.1% |
| Other values (18165) | 24326 |
| Value | Count | Frequency (%) |
| 4000 | 1 | |
| 29493 | 1 | |
| 31429 | 1 | |
| 31875 | 1 | |
| 33750 | 2 | |
| 33900 | 1 | |
| 34560 | 1 | |
| 37500 | 1 | |
| 37640 | 1 | |
| 41250 | 1 |
| Value | Count | Frequency (%) |
| 517125 | 1 | |
| 516893 | 1 | |
| 516760 | 1 | |
| 515960 | 1 | |
| 515703 | 1 | |
| 515680 | 1 | |
| 512280 | 1 | |
| 511400 | 1 | |
| 510933 | 1 | |
| 510320 | 1 |
release_year
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.103 |
| Minimum | 1957 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 1957 |
|---|---|
| 5-th percentile | 1985 |
| Q1 | 2008 |
| median | 2016 |
| Q3 | 2019 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 63 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.327624 |
|---|---|
| Coefficient of variation (CV) | 0.0056325428 |
| Kurtosis | 2.8761425 |
| Mean | 2011.103 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.8442291 |
| Sum | 49336379 |
| Variance | 128.31506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 6706 | |
| 2018 | 2556 | 10.4% |
| 2017 | 1845 | 7.5% |
| 2016 | 1502 | 6.1% |
| 2015 | 1260 | 5.1% |
| 2014 | 1085 | 4.4% |
| 2013 | 700 | 2.9% |
| 2020 | 587 | 2.4% |
| 2012 | 587 | 2.4% |
| 2008 | 493 | 2.0% |
| Other values (53) | 7211 |
| Value | Count | Frequency (%) |
| 1957 | 2 | < 0.1% |
| 1958 | 1 | < 0.1% |
| 1960 | 3 | < 0.1% |
| 1961 | 1 | < 0.1% |
| 1962 | 1 | < 0.1% |
| 1963 | 5 | < 0.1% |
| 1964 | 6 | < 0.1% |
| 1965 | 10 | < 0.1% |
| 1966 | 12 | |
| 1967 | 28 |
| Value | Count | Frequency (%) |
| 2020 | 587 | 2.4% |
| 2019 | 6706 | |
| 2018 | 2556 | 10.4% |
| 2017 | 1845 | 7.5% |
| 2016 | 1502 | 6.1% |
| 2015 | 1260 | 5.1% |
| 2014 | 1085 | 4.4% |
| 2013 | 700 | 2.9% |
| 2012 | 587 | 2.4% |
| 2011 | 475 | 1.9% |
release_month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4713028 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.7086354 |
|---|---|
| Coefficient of variation (CV) | 0.57308946 |
| Kurtosis | -1.3392325 |
| Mean | 6.4713028 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1036849 |
| Sum | 158754 |
| Variance | 13.753976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3893 | |
| 11 | 2599 | |
| 10 | 2427 | |
| 9 | 2064 | |
| 12 | 1967 | |
| 6 | 1837 | |
| 8 | 1832 | |
| 5 | 1774 | |
| 3 | 1682 | |
| 7 | 1644 | |
| Other values (2) | 2813 |
| Value | Count | Frequency (%) |
| 1 | 3893 | |
| 2 | 1266 | 5.2% |
| 3 | 1682 | |
| 4 | 1547 | 6.3% |
| 5 | 1774 | |
| 6 | 1837 | |
| 7 | 1644 | |
| 8 | 1832 | |
| 9 | 2064 | |
| 10 | 2427 |
| Value | Count | Frequency (%) |
| 12 | 1967 | |
| 11 | 2599 | |
| 10 | 2427 | |
| 9 | 2064 | |
| 8 | 1832 | |
| 7 | 1644 | |
| 6 | 1837 | |
| 5 | 1774 | |
| 4 | 1547 | |
| 3 | 1682 |
release_day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.347994 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 14 |
| Q3 | 22 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.3478434 |
|---|---|
| Coefficient of variation (CV) | 0.65150871 |
| Kurtosis | -1.2536232 |
| Mean | 14.347994 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.071839847 |
| Sum | 351985 |
| Variance | 87.382176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3166 | 12.9% |
| 20 | 879 | 3.6% |
| 13 | 852 | 3.5% |
| 10 | 845 | 3.4% |
| 15 | 826 | 3.4% |
| 25 | 823 | 3.4% |
| 27 | 811 | 3.3% |
| 21 | 791 | 3.2% |
| 8 | 791 | 3.2% |
| 17 | 780 | 3.2% |
| Other values (21) | 13968 |
| Value | Count | Frequency (%) |
| 1 | 3166 | |
| 2 | 610 | 2.5% |
| 3 | 716 | 2.9% |
| 4 | 673 | 2.7% |
| 5 | 667 | 2.7% |
| 6 | 772 | 3.1% |
| 7 | 628 | 2.6% |
| 8 | 791 | 3.2% |
| 9 | 710 | 2.9% |
| 10 | 845 | 3.4% |
| Value | Count | Frequency (%) |
| 31 | 423 | |
| 30 | 580 | |
| 29 | 612 | |
| 28 | 698 | |
| 27 | 811 | |
| 26 | 735 | |
| 25 | 823 | |
| 24 | 702 | |
| 23 | 637 | |
| 22 | 757 |
key_name
Categorical
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 191.8 KiB |
| C#/Db | |
|---|---|
| C | |
| G | |
| A | |
| B | |
| Other values (7) |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 2.4849177 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F#/Gb |
|---|---|
| 2nd row | F#/Gb |
| 3rd row | C#/Db |
| 4th row | C |
| 5th row | D |
Common Values
| Value | Count | Frequency (%) |
| C#/Db | 2938 | |
| C | 2604 | |
| G | 2542 | |
| A | 2301 | |
| B | 2191 | |
| D | 2142 | |
| F | 1977 | |
| F#/Gb | 1955 | |
| G#/Ab | 1783 | |
| A#/Bb | 1733 | |
| Other values (2) | 2366 |
Length
| Value | Count | Frequency (%) |
| c#/db | 2938 | |
| c | 2604 | |
| g | 2542 | |
| a | 2301 | |
| b | 2191 | |
| d | 2142 | |
| f | 1977 | |
| f#/gb | 1955 | |
| g#/ab | 1783 | |
| a#/bb | 1733 | |
| Other values (2) | 2366 |
Most occurring characters
| Value | Count | Frequency (%) |
| # | 9107 | |
| / | 9107 | |
| b | 9107 | |
| G | 6280 | |
| A | 5817 | |
| D | 5778 | |
| C | 5542 | |
| F | 3932 | |
| B | 3924 | |
| E | 2366 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60960 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| # | 9107 | |
| / | 9107 | |
| b | 9107 | |
| G | 6280 | |
| A | 5817 | |
| D | 5778 | |
| C | 5542 | |
| F | 3932 | |
| B | 3924 | |
| E | 2366 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60960 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| # | 9107 | |
| / | 9107 | |
| b | 9107 | |
| G | 6280 | |
| A | 5817 | |
| D | 5778 | |
| C | 5542 | |
| F | 3932 | |
| B | 3924 | |
| E | 2366 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60960 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| # | 9107 | |
| / | 9107 | |
| b | 9107 | |
| G | 6280 | |
| A | 5817 | |
| D | 5778 | |
| C | 5542 | |
| F | 3932 | |
| B | 3924 | |
| E | 2366 | 3.9% |
duration_min
Real number (ℝ)
High correlation
| Distinct | 18175 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.743582 |
| Minimum | 0.066666667 |
|---|---|
| Maximum | 8.61875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 0.066666667 |
|---|---|
| 5-th percentile | 2.4063975 |
| Q1 | 3.1055875 |
| median | 3.5906667 |
| Q3 | 4.214425 |
| 95-th percentile | 5.6125517 |
| Maximum | 8.61875 |
| Range | 8.5520833 |
| Interquartile range (IQR) | 1.1088375 |
Descriptive statistics
| Standard deviation | 1.0109732 |
|---|---|
| Coefficient of variation (CV) | 0.27005505 |
| Kurtosis | 2.5772989 |
| Mean | 3.743582 |
| Median Absolute Deviation (MAD) | 0.53824167 |
| Skewness | 1.0965743 |
| Sum | 91837.554 |
| Variance | 1.0220668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 30 | 0.1% |
| 3.2 | 29 | 0.1% |
| 3.5 | 28 | 0.1% |
| 2.666666667 | 20 | 0.1% |
| 3 | 19 | 0.1% |
| 3.25 | 18 | 0.1% |
| 3.6 | 16 | 0.1% |
| 3.75 | 16 | 0.1% |
| 2.8 | 15 | 0.1% |
| 2.5 | 15 | 0.1% |
| Other values (18165) | 24326 |
| Value | Count | Frequency (%) |
| 0.06666666667 | 1 | |
| 0.49155 | 1 | |
| 0.5238166667 | 1 | |
| 0.53125 | 1 | |
| 0.5625 | 2 | |
| 0.565 | 1 | |
| 0.576 | 1 | |
| 0.625 | 1 | |
| 0.6273333333 | 1 | |
| 0.6875 | 1 |
| Value | Count | Frequency (%) |
| 8.61875 | 1 | |
| 8.614883333 | 1 | |
| 8.612666667 | 1 | |
| 8.599333333 | 1 | |
| 8.59505 | 1 | |
| 8.594666667 | 1 | |
| 8.538 | 1 | |
| 8.523333333 | 1 | |
| 8.51555 | 1 | |
| 8.505333333 | 1 |
duration_sec
Real number (ℝ)
High correlation
| Distinct | 18175 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224.61492 |
| Minimum | 4 |
|---|---|
| Maximum | 517.125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 191.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 144.38385 |
| Q1 | 186.33525 |
| median | 215.44 |
| Q3 | 252.8655 |
| 95-th percentile | 336.7531 |
| Maximum | 517.125 |
| Range | 513.125 |
| Interquartile range (IQR) | 66.53025 |
Descriptive statistics
| Standard deviation | 60.658393 |
|---|---|
| Coefficient of variation (CV) | 0.27005505 |
| Kurtosis | 2.5772989 |
| Mean | 224.61492 |
| Median Absolute Deviation (MAD) | 32.2945 |
| Skewness | 1.0965743 |
| Sum | 5510253.2 |
| Variance | 3679.4406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 240 | 30 | 0.1% |
| 192 | 29 | 0.1% |
| 210 | 28 | 0.1% |
| 160 | 20 | 0.1% |
| 180 | 19 | 0.1% |
| 195 | 18 | 0.1% |
| 216 | 16 | 0.1% |
| 225 | 16 | 0.1% |
| 168 | 15 | 0.1% |
| 150 | 15 | 0.1% |
| Other values (18165) | 24326 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 29.493 | 1 | |
| 31.429 | 1 | |
| 31.875 | 1 | |
| 33.75 | 2 | |
| 33.9 | 1 | |
| 34.56 | 1 | |
| 37.5 | 1 | |
| 37.64 | 1 | |
| 41.25 | 1 |
| Value | Count | Frequency (%) |
| 517.125 | 1 | |
| 516.893 | 1 | |
| 516.76 | 1 | |
| 515.96 | 1 | |
| 515.703 | 1 | |
| 515.68 | 1 | |
| 512.28 | 1 | |
| 511.4 | 1 | |
| 510.933 | 1 | |
| 510.32 | 1 |
Interactions
Correlations
| acousticness | danceability | duration_min | duration_ms | duration_sec | energy | instrumentalness | key | key_name | liveness | loudness | mode | release_day | release_month | release_year | speechiness | tempo | track_popularity | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.093 | -0.077 | -0.077 | -0.077 | -0.511 | -0.190 | 0.006 | 0.025 | -0.059 | -0.312 | 0.035 | 0.016 | 0.024 | 0.057 | 0.019 | -0.160 | 0.114 | 0.071 |
| danceability | 0.093 | 1.000 | -0.099 | -0.099 | -0.099 | -0.125 | -0.046 | 0.009 | 0.036 | -0.142 | -0.031 | 0.057 | 0.026 | 0.031 | 0.120 | 0.268 | -0.155 | 0.048 | 0.334 |
| duration_min | -0.077 | -0.099 | 1.000 | 1.000 | 1.000 | -0.007 | 0.059 | 0.015 | 0.019 | -0.039 | -0.123 | 0.025 | -0.068 | -0.093 | -0.448 | -0.144 | -0.019 | -0.098 | -0.008 |
| duration_ms | -0.077 | -0.099 | 1.000 | 1.000 | 1.000 | -0.007 | 0.059 | 0.015 | 0.019 | -0.039 | -0.123 | 0.025 | -0.068 | -0.093 | -0.448 | -0.144 | -0.019 | -0.098 | -0.008 |
| duration_sec | -0.077 | -0.099 | 1.000 | 1.000 | 1.000 | -0.007 | 0.059 | 0.015 | 0.019 | -0.039 | -0.123 | 0.025 | -0.068 | -0.093 | -0.448 | -0.144 | -0.019 | -0.098 | -0.008 |
| energy | -0.511 | -0.125 | -0.007 | -0.007 | -0.007 | 1.000 | 0.092 | 0.011 | 0.017 | 0.148 | 0.667 | 0.028 | -0.022 | -0.029 | -0.012 | 0.079 | 0.174 | -0.104 | 0.138 |
| instrumentalness | -0.190 | -0.046 | 0.059 | 0.059 | 0.059 | 0.092 | 1.000 | 0.018 | 0.007 | -0.035 | -0.176 | 0.017 | 0.020 | 0.019 | -0.002 | -0.205 | 0.059 | -0.167 | -0.153 |
| key | 0.006 | 0.009 | 0.015 | 0.015 | 0.015 | 0.011 | 0.018 | 1.000 | 1.000 | -0.001 | -0.004 | 0.307 | -0.003 | 0.002 | -0.008 | 0.024 | -0.010 | -0.008 | 0.021 |
| key_name | 0.025 | 0.036 | 0.019 | 0.019 | 0.019 | 0.017 | 0.007 | 1.000 | 1.000 | 0.018 | 0.019 | 0.309 | 0.006 | 0.003 | 0.040 | 0.035 | 0.016 | 0.015 | 0.017 |
| liveness | -0.059 | -0.142 | -0.039 | -0.039 | -0.039 | 0.148 | -0.035 | -0.001 | 0.018 | 1.000 | 0.095 | 0.003 | 0.001 | -0.010 | 0.002 | 0.062 | 0.026 | -0.032 | -0.049 |
| loudness | -0.312 | -0.031 | -0.123 | -0.123 | -0.123 | 0.667 | -0.176 | -0.004 | 0.019 | 0.095 | 1.000 | 0.000 | 0.006 | 0.000 | 0.174 | 0.104 | 0.113 | 0.054 | 0.045 |
| mode | 0.035 | 0.057 | 0.025 | 0.025 | 0.025 | 0.028 | 0.017 | 0.307 | 0.309 | 0.003 | 0.000 | 1.000 | 0.026 | 0.017 | 0.085 | 0.064 | 0.026 | 0.027 | 0.000 |
| release_day | 0.016 | 0.026 | -0.068 | -0.068 | -0.068 | -0.022 | 0.020 | -0.003 | 0.006 | 0.001 | 0.006 | 0.026 | 1.000 | 0.218 | 0.159 | 0.029 | 0.002 | 0.021 | -0.057 |
| release_month | 0.024 | 0.031 | -0.093 | -0.093 | -0.093 | -0.029 | 0.019 | 0.002 | 0.003 | -0.010 | 0.000 | 0.017 | 0.218 | 1.000 | 0.158 | 0.018 | 0.011 | 0.045 | -0.058 |
| release_year | 0.057 | 0.120 | -0.448 | -0.448 | -0.448 | -0.012 | -0.002 | -0.008 | 0.040 | 0.002 | 0.174 | 0.085 | 0.159 | 0.158 | 1.000 | 0.151 | 0.047 | 0.111 | -0.205 |
| speechiness | 0.019 | 0.268 | -0.144 | -0.144 | -0.144 | 0.079 | -0.205 | 0.024 | 0.035 | 0.062 | 0.104 | 0.064 | 0.029 | 0.018 | 0.151 | 1.000 | 0.020 | -0.005 | 0.079 |
| tempo | -0.160 | -0.155 | -0.019 | -0.019 | -0.019 | 0.174 | 0.059 | -0.010 | 0.016 | 0.026 | 0.113 | 0.026 | 0.002 | 0.011 | 0.047 | 0.020 | 1.000 | -0.006 | -0.049 |
| track_popularity | 0.114 | 0.048 | -0.098 | -0.098 | -0.098 | -0.104 | -0.167 | -0.008 | 0.015 | -0.032 | 0.054 | 0.027 | 0.021 | 0.045 | 0.111 | -0.005 | -0.006 | 1.000 | 0.033 |
| valence | 0.071 | 0.334 | -0.008 | -0.008 | -0.008 | 0.138 | -0.153 | 0.021 | 0.017 | -0.049 | 0.045 | 0.000 | -0.057 | -0.058 | -0.205 | 0.079 | -0.049 | 0.033 | 1.000 |
Missing values
Sample
| track_name | track_artist | track_popularity | track_album_name | track_album_release_date | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | release_year | release_month | release_day | key_name | duration_min | duration_sec | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Dance Monkey | Tones and I | 100 | Dance Monkey (Stripped Back) / Dance Monkey | 2019-10-17 | 0.824 | 0.588 | 6 | -6.400 | 0 | 0.0924 | 0.69200 | 0.000104 | 0.1490 | 0.513 | 98.027 | 209438 | 2019 | 10 | 17 | F#/Gb | 3.490633 | 209.438 |
| 1 | ROXANNE | Arizona Zervas | 99 | ROXANNE | 2019-10-10 | 0.621 | 0.601 | 6 | -5.616 | 0 | 0.1480 | 0.05220 | 0.000000 | 0.4600 | 0.457 | 116.735 | 163636 | 2019 | 10 | 10 | F#/Gb | 2.727267 | 163.636 |
| 2 | Blinding Lights | The Weeknd | 98 | Blinding Lights | 2019-11-29 | 0.513 | 0.796 | 1 | -4.075 | 1 | 0.0629 | 0.00147 | 0.000209 | 0.0938 | 0.345 | 171.017 | 201573 | 2019 | 11 | 29 | C#/Db | 3.359550 | 201.573 |
| 3 | Circles | Post Malone | 98 | Hollywood's Bleeding | 2019-09-06 | 0.695 | 0.762 | 0 | -3.497 | 1 | 0.0395 | 0.19200 | 0.002440 | 0.0863 | 0.553 | 120.042 | 215280 | 2019 | 9 | 6 | C | 3.588000 | 215.280 |
| 4 | Tusa | KAROL G | 98 | Tusa | 2019-11-07 | 0.803 | 0.715 | 2 | -3.280 | 1 | 0.2980 | 0.29500 | 0.000134 | 0.0574 | 0.574 | 101.085 | 200960 | 2019 | 11 | 7 | D | 3.349333 | 200.960 |
| 5 | The Box | Roddy Ricch | 98 | Please Excuse Me For Being Antisocial | 2019-12-06 | 0.896 | 0.586 | 10 | -6.687 | 0 | 0.0559 | 0.10400 | 0.000000 | 0.7900 | 0.642 | 116.971 | 196653 | 2019 | 12 | 6 | A#/Bb | 3.277550 | 196.653 |
| 6 | Memories | Maroon 5 | 98 | Memories | 2019-09-20 | 0.764 | 0.320 | 11 | -7.209 | 1 | 0.0546 | 0.83700 | 0.000000 | 0.0822 | 0.575 | 91.019 | 189486 | 2019 | 9 | 20 | B | 3.158100 | 189.486 |
| 7 | Falling | Trevor Daniel | 97 | Falling | 2018-10-05 | 0.784 | 0.430 | 10 | -8.756 | 0 | 0.0364 | 0.12300 | 0.000000 | 0.0887 | 0.236 | 127.087 | 159382 | 2018 | 10 | 5 | A#/Bb | 2.656367 | 159.382 |
| 8 | everything i wanted | Billie Eilish | 97 | everything i wanted | 2019-11-13 | 0.704 | 0.225 | 6 | -14.454 | 0 | 0.0994 | 0.90200 | 0.657000 | 0.1060 | 0.243 | 120.006 | 245426 | 2019 | 11 | 13 | F#/Gb | 4.090433 | 245.426 |
| 9 | Don't Start Now | Dua Lipa | 97 | Don't Start Now | 2019-10-31 | 0.794 | 0.793 | 11 | -4.521 | 0 | 0.0842 | 0.01250 | 0.000000 | 0.0952 | 0.677 | 123.941 | 183290 | 2019 | 10 | 31 | B | 3.054833 | 183.290 |
| track_name | track_artist | track_popularity | track_album_name | track_album_release_date | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | release_year | release_month | release_day | key_name | duration_min | duration_sec | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 24522 | Limitless - Radio Mix | BURNS | 0 | Limitless | 2013-07-05 | 0.545 | 0.901 | 0 | -2.683 | 1 | 0.0801 | 0.00945 | 0.000003 | 0.2700 | 0.302 | 125.069 | 225867 | 2013 | 7 | 5 | C | 3.764450 | 225.867 |
| 24523 | Reverence - Original Mix | Northend | 0 | Reverence | 2013-04-01 | 0.642 | 0.735 | 6 | -7.710 | 0 | 0.0701 | 0.00408 | 0.441000 | 0.3790 | 0.292 | 127.979 | 364000 | 2013 | 4 | 1 | F#/Gb | 6.066667 | 364.000 |
| 24524 | Feel Again - Thomas Gold Club Mix | OneRepublic | 0 | Native (Deluxe) | 2013-01-01 | 0.655 | 0.949 | 10 | -4.979 | 1 | 0.0526 | 0.00213 | 0.072700 | 0.0542 | 0.376 | 128.015 | 406040 | 2013 | 1 | 1 | A#/Bb | 6.767333 | 406.040 |
| 24525 | Stars | Ummet Ozcan | 0 | Stars | 2015-09-07 | 0.620 | 0.887 | 4 | -2.464 | 0 | 0.0444 | 0.10500 | 0.000916 | 0.3220 | 0.308 | 128.102 | 187505 | 2015 | 9 | 7 | E | 3.125083 | 187.505 |
| 24526 | We Are The Ones - Radio Edit | twoloud | 0 | We Are The Ones | 2014-09-29 | 0.499 | 0.847 | 8 | -4.803 | 0 | 0.1160 | 0.01120 | 0.000000 | 0.4860 | 0.257 | 128.114 | 209243 | 2014 | 9 | 29 | G#/Ab | 3.487383 | 209.243 |
| 24527 | What Does Tomorrow Bring (Extended Mix) [feat. Natalie Peris] | Richard Beynon | 0 | What Does Tomorrow Bring | 2012-10-16 | 0.682 | 0.971 | 11 | -4.362 | 0 | 0.1980 | 0.14000 | 0.242000 | 0.8830 | 0.286 | 127.993 | 365625 | 2012 | 10 | 16 | B | 6.093750 | 365.625 |
| 24528 | I Surrender (Extended Mix) | CAZZETTE | 0 | Eject pt. II | 2012-12-12 | 0.751 | 0.577 | 4 | -5.073 | 0 | 0.0677 | 0.00599 | 0.002780 | 0.0840 | 0.187 | 128.001 | 390479 | 2012 | 12 | 12 | E | 6.507983 | 390.479 |
| 24529 | Every Day - Radio Edit | Eric Prydz | 0 | Every Day | 2012-01-06 | 0.450 | 0.870 | 7 | -4.784 | 0 | 0.0469 | 0.00040 | 0.073400 | 0.4340 | 0.164 | 125.970 | 175520 | 2012 | 1 | 6 | G | 2.925333 | 175.520 |
| 24530 | Heiress of Valentina - Alesso Exclusive Mix | Dune | 0 | Best of Club Session 2012 | 2012-11-21 | 0.602 | 0.928 | 9 | -4.850 | 1 | 0.1050 | 0.01940 | 0.001310 | 0.7170 | 0.220 | 128.022 | 384000 | 2012 | 11 | 21 | A | 6.400000 | 384.000 |
| 24531 | Jupiter Unison - 3LAU Bootleg | 3LAU | 0 | Dance Floor Filth 2 | 2012-07-17 | 0.615 | 0.751 | 6 | -5.355 | 0 | 0.0545 | 0.01950 | 0.000000 | 0.3090 | 0.574 | 127.389 | 204565 | 2012 | 7 | 17 | F#/Gb | 3.409417 | 204.565 |